Summary of Significant Accounting Policies (Policies)	12 Months Ended
Dec. 31, 2022
Accounting Policies [Abstract]
Principles of Consolidation	Our consolidated financial statements include the accounts of FARO Technologies, Inc. and its subsidiaries, all of which are wholly owned. All intercompany transactions and balances have been eliminated.
Foreign Currency Translations	The financial statements of our foreign subsidiaries are translated into U.S. dollars using exchange rates in effect at period-end for assets and liabilities and average exchange rates during each reporting period for results of operations. Adjustments resulting from financial statement translations are reflected as a separate component of accumulated other comprehensive loss. Foreign currency transaction gains and losses are included in net income (loss).
Revenue Recognition, Product Warranty and Extended Warranty Contracts	Revenue is recognized as performance obligations within a contract are satisfied in an amount that reflects the consideration we expect to receive in exchange for satisfaction of those performance obligations, or standalone selling price. Our contracts with customers may include multiple performance obligations. For such arrangements, we allocate revenues to each performance obligation based on its relative standalone selling price. We make this allocation estimate utilizing data from the sale of our applicable products and services to customers separately in similar circumstances. Revenue related to our measurement and imaging equipment and related software is generally recognized upon shipment from our facilities or when delivered to the customer's location, as determined by the agreed upon shipping terms, at which time we are entitled to payment and title and control has passed to the customer. Fees billed to customers associated with the distribution of products are classified as revenue. We generally warrant our products against defects in design, materials and workmanship for one year. A provision for estimated future costs relating to warranty expense is recorded when products are shipped. To support our product lines, we also sell hardware service contracts which revenues are recognized on a straight-line basis over the term of the contract. Hardware service contracts generally extend between one month and three years. Costs relating to hardware service contracts are recognized as incurred. Revenue from sales of commercial software licenses is only recognized when no further significant production, modification or customization of the software is required and when the risks and rewards of ownership have passed to the customer. These software arrangements generally include short-term maintenance that is considered post-contract support (“PCS”), which is considered to be a separate performance obligation. We generally establish a standalone sales price for this PCS component based on our software maintenance contract renewals. Software maintenance contracts, when sold, are recognized on a straight-line basis over the term of the contract. Revenue from the sales of software subscriptions sold as a service are recognized on a straight-line basis over the term of the contract. Software subscriptions generally extend between one month and five years. Revenues resulting from sales of comprehensive support, training and technology consulting services are recognized as such services are performed and are deferred when billed in advance of the performance of services. Payment for products and services is collected within a short period of time following transfer of control or commencement of delivery of services, as applicable. Revenues are presented net of sales-related taxes.
Cash and Cash Equivalents	We consider cash on hand and amounts on deposit with financial institutions with maturities of three months or less when purchased to be cash and cash equivalents.
Accounts Receivable and Related Allowance for Credit Losses	Credit is extended to customers based on an evaluation of a customer’s financial condition and, generally, collateral is not required. Accounts receivable are generally due within 30 to 90 days and are stated at amounts due from customers, net of an allowance for credit losses. Accounts outstanding longer than the contractual payment terms are considered past due. We make judgments as to the collectability of accounts receivable based on historical trends and future expectations. Management estimates an allowance for credit losses, which adjusts gross trade accounts receivable to their net realizable value. The allowance for credit losses is based on an analysis of all receivables for possible impairment issues and historical write-off percentages. We write off accounts receivable when they become uncollectible, and payments subsequently received on such receivables are credited to the allowance for credit losses. We do not generally charge interest on past due receivables.
Inventories	Inventories are stated at the lower of cost or net realizable value using the first-in first-out (“FIFO”) method. Shipping and handling costs are classified as a component of cost of sales in the consolidated statements of operations. Sales demonstration inventory is comprised of measuring and imaging devices utilized by sales representatives to present our products to customers. Management expects sales demonstration inventory to be held by our sales representatives for up to three years, at which time it is refurbished and transferred to finished goods as used equipment, stated at the lower of cost or net realizable value. Management expects these refurbished units to remain in finished goods inventory and be sold within 12 months at prices that produce reduced gross margins. Sales demonstration inventory remains classified as inventory, as it is available for sale and any required refurbishment prior to sale is minimal.Service inventory is typically used to provide a temporary replacement product to a customer covered by a premium warranty when the customer’s unit requires service or repair and as training equipment. Service inventory is available for sale; however, management does not expect service inventory to be sold within 12 months and, as such, classifies this inventory as a long-term asset. Service inventory that we utilize for training or repairs which we deem as no longer available for sale is transferred to fixed assets at the lower of cost or net realizable value and depreciated over its remaining useful life, typically three years.
Reserve for Excess and Obsolete Inventory	Because the value of inventory that will ultimately be realized cannot be known with exact certainty, we rely upon both past sales history and future sales forecasts to provide a basis for the determination of the reserve. Inventory is considered potentially obsolete if we have withdrawn those products from the market or had no sales of the product for the past 12 months and have no sales forecasted for the next 12 months. Inventory is considered potentially excess if the quantity on hand exceeds 12 months of expected remaining usage. The resulting potentially obsolete and excess parts are then reviewed to determine if a substitute usage or a future need exists. Items without an identified current or future usage are reserved in an amount equal to 100% of the FIFO cost of such inventory. Our products are subject to changes in technologies that may make certain of our products or their components obsolete or less competitive, which may increase our historical provisions to the reserve. We review these assumptions regularly for all of our inventories which include sales demonstration and service inventories.
Property and Equipment	Property and equipment purchases exceeding two thousand five hundred dollars are capitalized and recorded at cost.
Business Combinations	We allocate the fair value of purchase consideration to the assets acquired and liabilities assumed based generally on their fair values at the acquisition date. The excess of the fair value of purchase consideration over the fair value of these assets acquired and liabilities assumed is recorded as goodwill. When determining the fair values of assets acquired and liabilities assumed, management makes significant estimates and assumptions, especially with respect to intangible assets. Critical estimates in valuing intangible assets include, but are not limited to, expected future cash flows, which include consideration of future growth rates and margins, customer attrition rates, future changes in technology and brand awareness, loyalty and position, and discount rates. Critical estimates are also made in valuing contingent considerations, which represent arrangements to pay former owners based on the satisfaction of performance criteria. Fair value estimates are based on the assumptions management believes a market participant would use in pricing the asset or liability. Amounts recorded in a business combination may change during the measurement period, which is a period not to exceed one year from the date of acquisition, as additional information about conditions existing at the acquisition date becomes available.
Goodwill and Intangible Assets	Goodwill represents the excess cost of a business acquisition over the fair value of the net assets acquired. We do not amortize goodwill; however, we perform an annual review each year, or more frequently if indicators of potential impairment exist (i.e., that it is more likely than not that the fair value of the reporting unit is less than the carrying value), to determine if the carrying value of the recorded goodwill or indefinite lived intangible assets is impaired. Each period, and for our single reporting unit, we can elect to perform a qualitative assessment to determine whether it is necessary to perform a quantitative goodwill impairment test. If we believe, as a result of our qualitative assessment, that it is not more likely than not that the fair value of our reporting unit containing goodwill is less than its carrying amount, then the quantitative goodwill impairment test is unnecessary. If we elect to bypass the qualitative assessment option, or if the qualitative assessment was performed and resulted in the Company being unable to conclude that it is not more likely than not that the fair value of a reporting unit containing goodwill is greater than its carrying amount, we will perform the quantitative goodwill impairment test. We calculate the fair value of the reporting unit using a discounted cash flow method and market approach method, and then comparing the respective fair value with the carrying amount of the reporting unit. If the carrying amount of the reporting unit exceeds its fair value, we record the amount of the impairment loss, if any.
Research and Development	Research and development costs incurred in the discovery of new knowledge and the resulting translation of this new knowledge into plans and designs for new products prior to the attainment of the related products’ technological feasibility are recorded as expenses in the period incurred. To date, the time incurred between the attainment of the related products' technological feasibility and general release to customers has been short. Research and development costs incurred relating to the development of internal-use software and website development, including software used to upgrade and enhance our websites and applications to be sold as a service are capitalized in the period incurred and amortized over 1 year to 5 years. These costs include external direct costs of materials and services and internal costs such as payroll and benefits of those employees directly associated with the development of new functionality in internal use software to be sold as a service. Any costs related to preliminary project activities and post implementation activities of internal-use software are expensed as incurred. The amount of costs capitalized relating to internally developed computer software to be sold as a service was $5.4 million during 2022, $2.0 million during 2021 and no costs were capitalized in 2020. In 2022, we recognized $0.6 million in amortization expense related to these assets. No amounts were charged to amortization expense during 2021 or 2020. These capitalized costs, which total $7.1 million as of December 31, 2022 and $2.0 million as of December 31, 2021 are primarily included in net intangible assets in our consolidated balance sheet.
Reserve for Warranties	We establish at the time of sale a liability for the one-year warranty included with the initial purchase price of our products, based upon an estimate of the repair expenses likely to be incurred for the warranty period. The warranty period is measured in installation-months for each major product group. Installation-month is defined as the length of time measured in months that our purchased products are covered by our warranty. The warranty reserve is included in accrued liabilities in the accompanying consolidated balance sheets. The warranty expense is estimated by applying the actual total repair expenses for each product group in the prior period and determining a rate of repair expense per installation-month. This repair rate is multiplied by the number of installation-months of warranty for each product group to determine the provision for warranty expenses for the period. We evaluate our exposure to warranty costs at the end of each period using the estimated expense per installation-month for each major product group, the number of units remaining under warranty, and the remaining number of months each unit will be under warranty. We have a history of new product introductions and enhancements to existing products, which may result in unforeseen issues that increase our warranty costs. While such expenses have historically been within expectations, we cannot guarantee this will continue in the future.
Income Taxes	We account for income taxes using the asset and liability method in accordance with ASC Topic 740, Income Taxes. The objectives of accounting for income taxes under ASC Topic 740 are to recognize the amount of taxes payable or refundable for the current year and to recognize the deferred tax assets and liabilities that relate to tax consequences in future years, which result from differences between the respective tax basis of assets and liabilities and their financial reporting amounts and tax attribute carryforwards. Deferred tax assets and liabilities are measured using the enacted tax rates in effect for the year in which the respective temporary differences or tax credit carryforwards are expected to be recovered or settled. We review our deferred tax assets on a regular basis to evaluate their recoverability based upon expected future reversals of deferred tax assets and liabilities, projections of future taxable income, and tax planning strategies that we might employ to utilize such assets, including net operating loss carryforwards. The realization of deferred tax assets is contingent upon the generation of future taxable income and other restrictions that may exist under the tax laws of the jurisdiction in which a deferred tax asset exists. We assess the available positive and negative evidence to estimate whether sufficient future taxable income will be generated to permit the use of existing deferred tax assets. Management's evaluation begins with a jurisdictional review of cumulative gains or losses incurred over recent years. A significant piece of objective negative evidence exists when a jurisdiction has incurred cumulative losses over recent years. Such objective evidence limits the ability to consider other subjective evidence, such as our projections for future growth. Based on the positive and negative evidence for recoverability, we establish a valuation allowance against the net deferred tax assets of a taxing jurisdiction in which we operate unless it is “more likely than not” that we will recover such assets through the above means. We recognize tax benefits related to uncertain tax positions only if it is more likely than not that the tax position will be sustained upon examination by taxing authorities. For those positions where it is not more likely than not that a tax benefit will be sustained, no tax benefit has been recognized in the financial statements. In the ordinary course of business, we are examined by various federal, state, and foreign tax authorities. We regularly assess the potential outcomes of these examinations and any future examinations for the current or prior years in determining the adequacy of our provision for income taxes. See Note 11, “Income Taxes” for further information regarding income taxes.
Earnings (Loss) Per Share (“EPS”)	Basic (loss) earnings per share is computed by dividing net (loss) income by the weighted average number of shares outstanding. Diluted earnings per share is computed by also considering the impact of potential common stock on both net income and the weighted average number of shares outstanding. Our potential common stock consists of employee stock options, restricted stock, restricted stock units and market-based awards. Our potential common stock is excluded from the basic earnings per share calculation and is included in the diluted earnings per share calculation when doing so would not be anti-dilutive. Market-based awards are included in the computation of diluted earnings per share only to the extent that the underlying performance conditions (and any applicable market condition) (i) are satisfied as of the end of the reporting period or (ii) would be considered satisfied if the end of the reporting period were the end of the related contingency period and the result would be dilutive under the treasury stock method. When we report a loss for the period presented, the diluted loss per share calculation does not include our potential common stock, as the inclusion of these shares in the calculation would have an anti-dilutive effect. A reconciliation of the number of common shares used in the calculation of basic and diluted EPS is presented in Note 14, “(Loss) Earnings Per Share.”
Accounting for Stock-Based Compensation	We measure and record compensation expense using the applicable accounting guidance for share-based payments related to stock options, restricted stock, restricted stock units and market-based awards granted to our directors and employees. The fair value of stock options, including performance awards, without a market condition is estimated, at the date of grant, using the Black-Scholes option-valuation model. The fair value of restricted stock unit awards and stock options with a market condition is estimated, at the date of grant, using the Monte Carlo Simulation valuation model. The Black-Scholes and Monte Carlo Simulation valuation models incorporate assumptions as to stock price volatility, the expected life of options or awards, a risk-free interest rate and dividend yield. In valuing our stock options, significant judgment is required in determining the expected volatility of our common stock and the expected life that individuals will hold their stock options prior to exercising. Expected volatility for stock options is based on the historical and implied volatility of our own common stock while the volatility for our restricted stock units with a market condition is based on the historical volatility of our own stock and the stock of companies within our defined peer group. The expected life of stock options is derived from the historical actual term of option grants and an estimate of future exercises during the remaining contractual period of the option. While volatility and estimated life are assumptions that do not bear the risk of change subsequent to the grant date of stock options, these assumptions may be difficult to measure as they represent future expectations based on historical experience. Further, our expected volatility and expected life may change in the future, which could substantially change the grant-date fair value of future awards of stock options and, ultimately, the expense we record. The fair value of restricted stock and restricted stock units, including performance awards, without a market condition is estimated using the current market price of our common stock on the date of grant. We expense stock-based compensation for stock options, restricted stock, restricted stock units and performance awards over the requisite service period. For awards with only a service condition, we expense stock-based compensation using the straight-line method over the requisite service period for the entire award. For awards with both performance and service conditions, we expense the stock-based compensation on a straight-line basis over the requisite service period for each separately vesting portion of the award, taking into account the probability that we will satisfy the performance conditions. Furthermore, we expense awards with a market condition over the three-year vesting period regardless of the value that the award recipients ultimately receive. All income tax-related cash flows resulting from share-based payments are reported as operating activities in the statement of cash flows in the deferred income tax benefit line item. We elect to account for forfeitures related to the service condition-based awards as they occur.
Concentration of Credit Risk	Financial instruments that expose us to concentrations of credit risk consist principally of operating demand deposit accounts. Our policy is to place our operating demand deposit accounts with high credit quality financial institutions, the balances of which at times may exceed federally insured limits. We continually monitor our banking relationships and believe we are not exposed to any significant credit risk on our operating demand deposit accounts.
Estimates	The preparation of financial statements in conformity with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results could differ from those estimates.
Impact of Recently Adopted Accounting Standards	In June 2016, the FASB issued ASU No. 2016-13, Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments (“ASU 2016-13”), which requires the measurement and recognition of expected credit losses for financial assets held at amortized cost. ASU 2016-13, and subsequent related amendments to ASU 2016-13, replace the existing incurred loss impairment model with an expected loss model that requires the use of forward-looking information to calculate credit loss estimates. It also eliminates the concept of other-than-temporary impairment and requires credit losses related to available-for-sale debt securities to be recorded through an allowance for credit losses rather than as a reduction in the amortized cost basis of the securities. These changes will result in earlier recognition of credit losses. We adopted ASU 2016-13 effective as of January 1, 2020, and the adoption of the new guidance did not have a material impact on our consolidated financial statements. In December 2019, the FASB issued ASU No. 2019-12, Income Taxes (Topic 740): Simplifying the Accounting for Income Taxes which amends and aims to simplify accounting disclosure requirements regarding a number of topics including: intraperiod tax allocation, accounting for deferred taxes when there are changes in consolidation of certain investments, tax basis step up in an acquisition and the application of effective rate changes during interim periods, amongst other improvements. We adopted ASU 2019-12 effective as of January 1, 2021, and the adoption of the new guidance did not have a material impact on our consolidated financial statements. In October 2021, the FASB issued ASU No. 2021-08, Business Combinations (Topic 805): Accounting for Contract Asset and Contract Liabilities from Contracts with Customers which intends to simplify the accounting for acquired revenue contracts with customers in a business combination and to also remove inconsistencies in this topic related to recognition of an acquired contract liability and payment terms and their effect on subsequent revenue recognized by the acquirer. ASU No. 2021-08 allows an acquirer to recognize and measure contract assets and contract liabilities acquired in a business combination in a similar manner to how they are recorded on the acquiree's financial statements at book value. Early adoption is permitted and we early adopted ASU No. 2021-08 in the fourth quarter of 2021. As a result of the early adoption of ASU No.2021-08 we recorded the deferred revenue associated with the acquisition of Holobuilder at its book value of approximately $4.0 million. Our acquisition of GeoSLAM also recorded its opening deferred revenue at its book value of approximately $1.3 million.

Summary of Significant Accounting Policies (Policies)

12 Months Ended

Dec. 31, 2022

Our consolidated financial statements include the accounts of FARO Technologies, Inc. and its subsidiaries, all of which are wholly owned. All intercompany transactions and balances have been eliminated.

Foreign Currency Translations

The financial statements of our foreign subsidiaries are translated into U.S. dollars using exchange rates in effect at period-end for assets and liabilities and average exchange rates during each reporting period for results of operations. Adjustments resulting from financial statement translations are reflected as a separate component of accumulated other comprehensive loss. Foreign currency transaction gains and losses are included in net income (loss).

Revenue Recognition, Product Warranty and Extended Warranty Contracts

Revenue is recognized as performance obligations within a contract are satisfied in an amount that reflects the consideration we expect to receive in exchange for satisfaction of those performance obligations, or standalone selling price. Our contracts with customers may include multiple performance obligations. For such arrangements, we allocate revenues to each performance obligation based on its relative standalone selling price. We make this allocation estimate utilizing data from the sale of our applicable products and services to customers separately in similar circumstances. Revenue related to our measurement and imaging equipment and related software is generally recognized upon shipment from our facilities or when delivered to the customer's location, as determined by the agreed upon shipping terms, at which time we are entitled to payment and title and control has passed to the customer. Fees billed to customers associated with the distribution of products are classified as revenue. We generally warrant our products against defects in design, materials and workmanship for one year. A provision for estimated future costs relating to warranty expense is recorded when products are shipped. To support our product lines, we also sell hardware service contracts which revenues are recognized on a straight-line basis over the term of the contract. Hardware service contracts generally extend between one month and three years. Costs relating to hardware service contracts are recognized as incurred. Revenue from sales of commercial software licenses is only recognized when no further significant production, modification or customization of the software is required and when the risks and rewards of ownership have passed to the customer. These software arrangements generally include short-term maintenance that is considered post-contract support (“PCS”), which is considered to be a separate performance obligation. We generally establish a standalone sales price for this PCS component based on our software maintenance contract renewals. Software maintenance contracts, when sold, are recognized on a straight-line basis over the term of the contract. Revenue from the sales of software subscriptions sold as a service are recognized on a straight-line basis over the term of the contract. Software subscriptions generally extend between one month and five years. Revenues resulting from sales of comprehensive support, training and technology consulting services are recognized as such services are performed and are deferred when billed in advance of the performance of services. Payment for products and services is collected within a short period of time following transfer of control or commencement of delivery of services, as applicable. Revenues are presented net of sales-related taxes.

Cash and Cash Equivalents

We consider cash on hand and amounts on deposit with financial institutions with maturities of three months or less when purchased to be cash and cash equivalents.

Accounts Receivable and Related Allowance for Credit Losses

Credit is extended to customers based on an evaluation of a customer’s financial condition and, generally, collateral is not required. Accounts receivable are generally due within 30 to 90 days and are stated at amounts due from customers, net of an allowance for credit losses. Accounts outstanding longer than the contractual payment terms are considered past due. We make judgments as to the collectability of accounts receivable based on historical trends and future expectations. Management estimates an allowance for credit losses, which adjusts gross trade accounts receivable to their net realizable value. The allowance for credit losses is based on an analysis of all receivables for possible impairment issues and historical write-off percentages. We write off accounts receivable when they become uncollectible, and payments subsequently received on such receivables are credited to the allowance for credit losses. We do not generally charge interest on past due receivables.

Inventories

Inventories are stated at the lower of cost or net realizable value using the first-in first-out (“FIFO”) method. Shipping and handling costs are classified as a component of cost of sales in the consolidated statements of operations. Sales demonstration inventory is comprised of measuring and imaging devices utilized by sales representatives to present our products to customers. Management expects sales demonstration inventory to be held by our sales representatives for up to three years, at which time it is refurbished and transferred to finished goods as used equipment, stated at the lower of cost or net realizable value. Management expects these refurbished units to remain in finished goods inventory and be sold within 12 months at prices that produce reduced gross margins. Sales demonstration inventory remains classified as inventory, as it is available for sale and any required refurbishment prior to sale is minimal.Service inventory is typically used to provide a temporary replacement product to a customer covered by a premium warranty when the customer’s unit requires service or repair and as training equipment. Service inventory is available for sale; however, management does not expect service inventory to be sold within 12 months and, as such, classifies this inventory as a long-term asset. Service inventory that we utilize for training or repairs which we deem as no longer available for sale is transferred to fixed assets at the lower of cost or net realizable value and depreciated over its remaining useful life, typically three years.

Reserve for Excess and Obsolete Inventory

Because the value of inventory that will ultimately be realized cannot be known with exact certainty, we rely upon both past sales history and future sales forecasts to provide a basis for the determination of the reserve. Inventory is considered potentially obsolete if we have withdrawn those products from the market or had no sales of the product for the past 12 months and have no sales forecasted for the next 12 months. Inventory is considered potentially excess if the quantity on hand exceeds 12 months of expected remaining usage. The resulting potentially obsolete and excess parts are then reviewed to determine if a substitute usage or a future need exists. Items without an identified current or future usage are reserved in an amount equal to 100% of the FIFO cost of such inventory. Our products are subject to changes in technologies that may make certain of our products or their components obsolete or less competitive, which may increase our historical provisions to the reserve. We review these assumptions regularly for all of our inventories which include sales demonstration and service inventories.

Property and Equipment

Property and equipment purchases exceeding two thousand five hundred dollars are capitalized and recorded at cost.

Business Combinations

We allocate the fair value of purchase consideration to the assets acquired and liabilities assumed based generally on their fair values at the acquisition date. The excess of the fair value of purchase consideration over the fair value of these assets acquired and liabilities assumed is recorded as goodwill. When determining the fair values of assets acquired and liabilities assumed, management makes significant estimates and assumptions, especially with respect to intangible assets. Critical estimates in valuing intangible assets include, but are not limited to, expected future cash flows, which include consideration of future growth rates and margins, customer attrition rates, future changes in technology and brand awareness, loyalty and position, and discount rates. Critical estimates are also made in valuing contingent considerations, which represent arrangements to pay former owners based on the satisfaction of performance criteria. Fair value estimates are based on the assumptions management believes a market participant would use in pricing the asset or liability. Amounts recorded in a business combination may change during the measurement period, which is a period not to exceed one year from the date of acquisition, as additional information about conditions existing at the acquisition date becomes available.

Goodwill and Intangible Assets

Goodwill represents the excess cost of a business acquisition over the fair value of the net assets acquired. We do not amortize goodwill; however, we perform an annual review each year, or more frequently if indicators of potential impairment exist (i.e., that it is more likely than not that the fair value of the reporting unit is less than the carrying value), to determine if the carrying value of the recorded goodwill or indefinite lived intangible assets is impaired. Each period, and for our single reporting unit, we can elect to perform a qualitative assessment to determine whether it is necessary to perform a quantitative goodwill impairment test. If we believe, as a result of our qualitative assessment, that it is not more likely than not that the fair value of our reporting unit containing goodwill is less than its carrying amount, then the quantitative goodwill impairment test is unnecessary. If we elect to bypass the qualitative assessment option, or if the qualitative assessment was performed and resulted in the Company being unable to conclude that it is not more likely than not that the fair value of a reporting unit containing goodwill is greater than its carrying amount, we will perform the quantitative goodwill impairment test. We calculate the fair value of the reporting unit using a discounted cash flow method and market approach method, and then comparing the respective fair value with the carrying amount of the reporting unit. If the carrying amount of the reporting unit exceeds its fair value, we record the amount of the impairment loss, if any.

Research and Development

Research and development costs incurred in the discovery of new knowledge and the resulting translation of this new knowledge into plans and designs for new products prior to the attainment of the related products’ technological feasibility are recorded as expenses in the period incurred. To date, the time incurred between the attainment of the related products' technological feasibility and general release to customers has been short. Research and development costs incurred relating to the development of internal-use software and website development, including software used to upgrade and enhance our websites and applications to be sold as a service are capitalized in the period incurred and amortized over 1 year to 5 years. These costs include external direct costs of materials and services and internal costs such as payroll and benefits of those employees directly associated with the development of new functionality in internal use software to be sold as a service. Any costs related to preliminary project activities and post implementation activities of internal-use software are expensed as incurred. The amount of costs capitalized relating to internally developed computer software to be sold as a service was $5.4 million during 2022, $2.0 million during 2021 and no costs were capitalized in 2020. In 2022, we recognized $0.6 million in amortization expense related to these assets. No amounts were charged to amortization expense during 2021 or 2020. These capitalized costs, which total $7.1 million as of December 31, 2022 and $2.0 million as of December 31, 2021 are primarily included in net intangible assets in our consolidated balance sheet.

Reserve for Warranties

We establish at the time of sale a liability for the one-year warranty included with the initial purchase price of our products, based upon an estimate of the repair expenses likely to be incurred for the warranty period. The warranty period is measured in installation-months for each major product group. Installation-month is defined as the length of time measured in months that our purchased products are covered by our warranty. The warranty reserve is included in accrued liabilities in the accompanying consolidated balance sheets. The warranty expense is estimated by applying the actual total repair expenses for each product group in the prior period and determining a rate of repair expense per installation-month. This repair rate is multiplied by the number of installation-months of warranty for each product group to determine the provision for warranty expenses for the period. We evaluate our exposure to warranty costs at the end of each period using the estimated expense per installation-month for each major product group, the number of units remaining under warranty, and the remaining number of months each unit will be under warranty. We have a history of new product introductions and enhancements to existing products, which may result in unforeseen issues that increase our warranty costs. While such expenses have historically been within expectations, we cannot guarantee this will continue in the future.

Income Taxes

We account for income taxes using the asset and liability method in accordance with ASC Topic 740, Income Taxes. The objectives of accounting for income taxes under ASC Topic 740 are to recognize the amount of taxes payable or refundable for the current year and to recognize the deferred tax assets and liabilities that relate to tax consequences in future years, which result from differences between the respective tax basis of assets and liabilities and their financial reporting amounts and tax attribute carryforwards. Deferred tax assets and liabilities are measured using the enacted tax rates in effect for the year in which the respective temporary differences or tax credit carryforwards are expected to be recovered or settled. We review our deferred tax assets on a regular basis to evaluate their recoverability based upon expected future reversals of deferred tax assets and liabilities, projections of future taxable income, and tax planning strategies that we might employ to utilize such assets, including net operating loss carryforwards. The realization of deferred tax assets is contingent upon the generation of future taxable income and other restrictions that may exist under the tax laws of the jurisdiction in which a deferred tax asset exists. We assess the available positive and negative evidence to estimate whether sufficient future taxable income will be generated to permit the use of existing deferred tax assets. Management's evaluation begins with a jurisdictional review of cumulative gains or losses incurred over recent years. A significant piece of objective negative evidence exists when a jurisdiction has incurred cumulative losses over recent years. Such objective evidence limits the ability to consider other subjective evidence, such as our projections for future growth. Based on the positive and negative evidence for recoverability, we establish a valuation allowance against the net deferred tax assets of a taxing jurisdiction in which we operate unless it is “more likely than not” that we will recover such assets through the above means. We recognize tax benefits related to uncertain tax positions only if it is more likely than not that the tax position will be sustained upon examination by taxing authorities. For those positions where it is not more likely than not that a tax benefit will be sustained, no tax benefit has been recognized in the financial statements. In the ordinary course of business, we are examined by various federal, state, and foreign tax authorities. We regularly assess the potential outcomes of these examinations and any future examinations for the current or prior years in determining the adequacy of our provision for income taxes. See Note 11, “Income Taxes” for further information regarding income taxes.

Earnings (Loss) Per Share (“EPS”)

Basic (loss) earnings per share is computed by dividing net (loss) income by the weighted average number of shares outstanding. Diluted earnings per share is computed by also considering the impact of potential common stock on both net income and the weighted average number of shares outstanding. Our potential common stock consists of employee stock options, restricted stock, restricted stock units and market-based awards. Our potential common stock is excluded from the basic earnings per share calculation and is included in the diluted earnings per share calculation when doing so would not be anti-dilutive. Market-based awards are included in the computation of diluted earnings per share only to the extent that the underlying performance conditions (and any applicable market condition) (i) are satisfied as of the end of the reporting period or (ii) would be considered satisfied if the end of the reporting period were the end of the related contingency period and the result would be dilutive under the treasury stock method. When we report a loss for the period presented, the diluted loss per share calculation does not include our potential common stock, as the inclusion of these shares in the calculation would have an anti-dilutive effect. A reconciliation of the number of common shares used in the calculation of basic and diluted EPS is presented in Note 14, “(Loss) Earnings Per Share.”

Accounting for Stock-Based Compensation

We measure and record compensation expense using the applicable accounting guidance for share-based payments related to stock options, restricted stock, restricted stock units and market-based awards granted to our directors and employees. The fair value of stock options, including performance awards, without a market condition is estimated, at the date of grant, using the Black-Scholes option-valuation model. The fair value of restricted stock unit awards and stock options with a market condition is estimated, at the date of grant, using the Monte Carlo Simulation valuation model. The Black-Scholes and Monte Carlo Simulation valuation models incorporate assumptions as to stock price volatility, the expected life of options or awards, a risk-free interest rate and dividend yield. In valuing our stock options, significant judgment is required in determining the expected volatility of our common stock and the expected life that individuals will hold their stock options prior to exercising. Expected volatility for stock options is based on the historical and implied volatility of our own common stock while the volatility for our restricted stock units with a market condition is based on the historical volatility of our own stock and the stock of companies within our defined peer group. The expected life of stock options is derived from the historical actual term of option grants and an estimate of future exercises during the remaining contractual period of the option. While volatility and estimated life are assumptions that do not bear the risk of change subsequent to the grant date of stock options, these assumptions may be difficult to measure as they represent future expectations based on historical experience. Further, our expected volatility and expected life may change in the future, which could substantially change the grant-date fair value of future awards of stock options and, ultimately, the expense we record. The fair value of restricted stock and restricted stock units, including performance awards, without a market condition is estimated using the current market price of our common stock on the date of grant.

We expense stock-based compensation for stock options, restricted stock, restricted stock units and performance awards over the requisite service period. For awards with only a service condition, we expense stock-based compensation using the straight-line method over the requisite service period for the entire award. For awards with both performance and service conditions, we expense the stock-based compensation on a straight-line basis over the requisite service period for each separately vesting portion of the award, taking into account the probability that we will satisfy the performance conditions. Furthermore, we expense awards with a market condition over the three-year vesting period regardless of the value that the award recipients ultimately receive. All income tax-related cash flows resulting from share-based payments are reported as operating activities in the statement of cash flows in the deferred income tax benefit line item. We elect to account for forfeitures related to the service condition-based awards as they occur.

Concentration of Credit Risk

Financial instruments that expose us to concentrations of credit risk consist principally of operating demand deposit accounts. Our policy is to place our operating demand deposit accounts with high credit quality financial institutions, the balances of which at times may exceed federally insured limits. We continually monitor our banking relationships and believe we are not exposed to any significant credit risk on our operating demand deposit accounts.

Estimates

The preparation of financial statements in conformity with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results could differ from those estimates.

Impact of Recently Adopted Accounting Standards

In June 2016, the FASB issued ASU No. 2016-13, Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments (“ASU 2016-13”), which requires the measurement and recognition of expected credit losses for financial assets held at amortized cost. ASU 2016-13, and subsequent related amendments to ASU 2016-13, replace the existing incurred loss impairment model with an expected loss model that requires the use of forward-looking information to calculate credit loss estimates. It also eliminates the concept of other-than-temporary impairment and requires credit losses related to available-for-sale debt securities to be recorded through an allowance for credit losses rather than as a reduction in the amortized cost basis of the securities. These changes will result in earlier recognition of credit losses. We adopted ASU 2016-13 effective as of January 1, 2020, and the adoption of the new guidance did not have a material impact on our consolidated financial statements.

In December 2019, the FASB issued ASU No. 2019-12, Income Taxes (Topic 740): Simplifying the Accounting for Income Taxes which amends and aims to simplify accounting disclosure requirements regarding a number of topics including: intraperiod tax allocation, accounting for deferred taxes when there are changes in consolidation of certain investments, tax basis step up in an acquisition and the application of effective rate changes during interim periods, amongst other improvements. We adopted ASU 2019-12 effective as of January 1, 2021, and the adoption of the new guidance did not have a material impact on our consolidated financial statements.

In October 2021, the FASB issued ASU No. 2021-08, Business Combinations (Topic 805): Accounting for Contract Asset and Contract Liabilities from Contracts with Customers which intends to simplify the accounting for acquired revenue contracts with customers in a business combination and to also remove inconsistencies in this topic related to recognition of an acquired contract liability and payment terms and their effect on subsequent revenue recognized by the acquirer. ASU No. 2021-08 allows an acquirer to recognize and measure contract assets and contract liabilities acquired in a business combination in a similar manner to how they are recorded on the acquiree's financial statements at book value. Early adoption is permitted and we early adopted ASU No. 2021-08 in the fourth quarter of 2021. As a result of the early adoption of ASU No.2021-08 we recorded the deferred revenue associated with the acquisition of Holobuilder at its book value of approximately $4.0 million. Our acquisition of GeoSLAM also recorded its opening deferred revenue at its book value of approximately $1.3 million.